{"id":"W7083300037","doi":"10.63332/joph.v5i1.3399","title":"Comprehensive Care Approaches in Psychiatric Nursing: Evidence-Based Strategies for Optimal Patient Outcomes","year":2025,"lang":"en","type":"article","venue":"Journal of Posthumanism","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Autonomy; Excellence; Mental health; Intervention (counseling); Quality (philosophy); Health care; Quality management; Mental illness; Core competency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07597525,0.001714089,0.003978156,0.01016021,0.00247856,0.01081047,0.003913496,0.004235897,0.005821207],"category_scores_gemma":[0.1559597,0.0009337888,0.004045731,0.007542621,0.003294835,0.008364894,0.008380255,0.005223574,0.0008025224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01256784,"about_ca_system_score_gemma":0.04353805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007764524,"about_ca_topic_score_gemma":0.02612786,"domain_scores_codex":[0.9429693,0.03579596,0.01047637,0.001665538,0.008281369,0.0008114647],"domain_scores_gemma":[0.8644857,0.1021432,0.01284737,0.003380973,0.01440422,0.002738481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001881118,0.0003972158,0.002986325,0.1492783,0.002790238,0.000141655,0.001393621,0.001347063,0.0001363203,0.03396301,0.01229687,0.7950813],"study_design_scores_gemma":[0.0004439859,0.0005958222,0.006984106,0.8506222,0.004479297,0.0002148146,0.002715718,0.001151616,0.0004443727,0.0507894,0.08141463,0.0001439456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001741044,0.939303,0.007321667,0.04326278,0.001550692,0.001236478,0.0001661971,0.00004355335,0.005374517],"genre_scores_gemma":[0.07928652,0.811554,0.08827937,0.01478711,0.001319923,0.003873311,0.0003244522,0.00004004488,0.0005353094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07597525,"threshold_uncertainty_score":0.4018003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318259010418847,"score_gpt":0.2864245168754203,"score_spread":0.1545986158335355,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}